GameDev Data & AI Solutions

Data Engineering & AI for Game Studios and Publishers

Stop wrestling with fragmented telemetry. We build real-time data pipelines, deploy predictive player behavior models, and embed senior Data/AI engineers into your existing LiveOps teams.

Talk to an Engineer View Capabilities

15-20%

Integration Costs Cut

500+

Hours Saved / Quarter

99.9%

Pipeline Uptime

14 Days

To Team Assembly

Target Industry	Video Game Industry, Game Studios, Game Publishers
Core Services	Telemetry Integration, Game Analytics Dashboards, Player Churn Prediction ML, Embedded Data Engineers
Tech Stack	AWS, GCP, Snowflake, Databricks, Kafka, dbt, Power BI, Looker

Enterprise-Grade Tech Stack

SNOWFLAKE

DATABRICKS

AWS

GCP

KAFKA

Core Bottlenecks

Solving Core GameDev Bottlenecks

Fragmented Telemetry

Cloud DWH

Routing raw event logs from multiple platforms into a single source of truth for real-time querying.

High Integration Costs

Standardized API Pipelines

Cutting integration times for new portfolio titles by up to 20% through standardized data intake.

Unpredictable Player Churn

Predictive ML Models

Deploying machine learning algorithms that flag at-risk cohorts before they churn, optimizing UA spend.

Capabilities

Engineering & Analytics Capabilities

Embedded Data & AI Teams

Need hands-on keyboards? We provide Senior Data Engineers and ML Specialists to augment your studio's team within weeks.

Explore Staff Augmentation

Game Analytics Dashboards

Pre-built and custom visual layers. Track DAU/MAU stickiness, ARPU, LTV, and player progression bottlenecks in real-time.

Explore Analytics Solutions

Infrastructure for Publishers

Consolidate data across your entire portfolio. We build enterprise-grade stacks to track cross-game metrics and marketing ROI.

See Publisher Offer

ML & LiveOps Automation

Power your in-game economies. Trigger personalized in-game offers and dynamic difficulty adjustments based on live player behavior.

Engineering Output

Custom Analytics & BI Solutions

We don't sell a pre-packaged platform. We design and build bespoke analytics infrastructure from the ground up, tailored to your studio's specific telemetry and business goals.

Revenue & Monetization Trends

$1.2M

+4.1%

Integration with App Store, Google Play, and custom payment gateways.

Advanced Player Retention

D30

Tracking behavioral engagement patterns to identify churn triggers.

LTV Progression

ML-driven insights to optimize UA spend and predict long-term ROI.

Infrastructure Health

99.9%

Pipeline Uptime

Ensuring 99.9% uptime for your raw telemetry data streams.

Provisioned via: Snowflake • Databricks • Python • dbt • Looker/PowerBI

ROI & Impact

Expected ROI Within the First Quarter

3-5x

Team Efficiency

Automated reporting and clean data models.

30%

Drop in Error Rates

Enterprise-grade CI/CD and data testing protocols.

Zero

Vendor Lock-in

Agnostic architecture built on modern open-source stacks.

Integration Timeline

How We Integrate

Data Strategy & Audit (Week 1)

Evaluating current telemetry, identifying latency bottlenecks, and mapping cloud architecture.

Pipeline Deployment (Weeks 2-4)

Automating ETL/ELT pipelines and migrating data to a unified warehouse.

Advanced Analytics (Weeks 5-8)

Rolling out custom dashboards and deploying predictive player retention models.

FAQ

Frequently Asked Questions

Get in touch

Map Your AI Roadmap

Stop guessing about AI feasibility. Share your most expensive manual process. Our team will review your workflow and outline a realistic integration plan, timeline, and projected ROI.

Email us directly

marketing@3alica.com